Implementation Code of AEs with PyTorch
Model | Feature Representaion | Reconstruction | Generation |
---|---|---|---|
AutoEncoder | |||
Variational AutoEncoder | |||
Conditional Variational AutoEncoder |
- AE: AutoEncoder
- VAE: Variational AutoEncoder
- CVAE: Conditional Variational Autoencoder
- (To be continued...)
I'm afraid of forgetting how to build the model with PyTorch Code. I didn't want my modeling skills to die, and I wanted to make various Auto Encoder myself.